The sunlight sliced through the dust motes dancing in the air, illuminating the chaos of unpacking. Sarah tossed a cushion onto the couch with more force than necessary. She felt a kind of internal fizz, a need to move, to *do*. The silence of the house pressed against her, making her skin crawl.

She started pushing furniture around in the living room, trying to find a better arrangement. The floorboards groaned in protest as she heaved a heavy oak table. Her breath came in short, sharp gasps.

Later, she found herself tracing the outline of a built-in bookshelf in the library. She tapped the back wall, a hollow sound echoing in the otherwise silent room. She shoved against the shelf, discovering it wasn't connected to the wall. It swiveled inward, revealing a flight of narrow, descending stairs.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202